1 / 10

Big Data – Big Opportunity

Big Data – Big Opportunity. Mohammad Khansari ITRC President Jan 2015 ITRC, Tehran, Iran. Big Data : Definition. Definition:

vdodd
Download Presentation

Big Data – Big Opportunity

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Big Data – Big Opportunity Mohammad Khansari ITRCPresident Jan 2015 ITRC, Tehran, Iran

  2. Big Data: Definition • Definition: • Big Data associates with the rapidly growing Structured and Unstructured datasets with sizes beyond the ability of conventional database tools to store, manage or analyze them. Source: McKinsey پژوهشگاه ارتباطات و فناوری اطلاعات

  3. Big data: Opportunities for Iran • Big data market is 25 billion dollar annually! • India is trying to capture 1 billion of this market! • Can we have some portion of it? • North America & Europe host over 85% of the world’s data! • Can we host and therefore offer services in the region? • Supporting startups in the domain of: • Big data analytics tools • Big data storage management (db, etc.) • Big data application development • Big data services • What will happen to our own generated big data? پژوهشگاه ارتباطات و فناوری اطلاعات

  4. Velocity & Volume video پژوهشگاه ارتباطات و فناوری اطلاعات Source: Intel [2013]

  5. Big Data Goal: Advanced Analytics Evolution of analytics Big Data analytics Behavioral analytics • Advanced analytics • Why did it happen? • When will it happen again? • What caused it to happen? • What can be done to avoid it? Analytic database functions Stochastic optimization Complex event processing Prescriptive analytics Constraint based BI Optimization Extreme SQL Visualization Predictive modeling Social network analytics Predictive analytics Semantic analytics Complexity Forecasting Time series analysis Statistical analysis Natural Language Processing Multivariate statistical analysis Online analytical processing (OLAP) Alerts Descriptive analytics Query drill down • Basic analytics • What happened? • When did it happen? • What was the its impact ? Adhoc reports Standard reports Late 1990s 2000 Time Source: CRISIL پژوهشگاه ارتباطات و فناوری اطلاعات

  6. Applications to Society Source: IBM [2014], Vivante پژوهشگاه ارتباطات و فناوری اطلاعات

  7. Emerging Research Fields (1) • Network Science • Knowledge Engineeringand data science • Decision Science • Signal processing for big data • e-science: database - centric computing in science • Computational Social Science! • Predict the behavior, the trend and the future actions of a society, with respect to many variables, based on advanced analytics!

  8. Emerging Research Fields (2) پژوهشگاه ارتباطات و فناوری اطلاعات

  9. Human Resource Challenge • The biggest challenge: Talent shortage! Demand-supply gap for data scientists by 2018 Demand-supply gap for data managers by 2018 440K-490K 4.0 million 300K 140K – 190K 2.5 million 50%-60% gap relative to supply 1.5 million 60% gap relative to supply Source: McKinsey پژوهشگاه ارتباطات و فناوری اطلاعات

  10. m.khansari@itrc.ac.ir Thanks پژوهشگاه ارتباطات و فناوری اطلاعات

More Related